M

Mariano I. Gabitto

Allen Institute for Brain Science

ORCID: 0000-0001-6911-344X

Publishes on Single-cell and spatial transcriptomics, Neuroinflammation and Neurodegeneration Mechanisms, Alzheimer's disease research and treatments. 51 papers and 3.3k citations.

51Publications
3.3kTotal Citations

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Top publicationsby citations

A Gustotopic Map of Taste Qualities in the Mammalian Brain
Cited by 392

The taste system is one of our fundamental senses, responsible for detecting and responding to sweet, bitter, umami, salty, and sour stimuli. In the tongue, the five basic tastes are mediated by separate classes of taste receptor cells each finely tuned to a single taste quality. We explored the logic of taste coding in the brain by examining how sweet, bitter, umami, and salty qualities are represented in the primary taste cortex of mice. We used in vivo two-photon calcium imaging to demonstrate topographic segregation in the functional architecture of the gustatory cortex. Each taste quality is represented in its own separate cortical field, revealing the existence of a gustotopic map in the brain. These results expose the basic logic for the central representation of taste.

MultiVI: deep generative model for the integration of multimodal data
Tal Ashuach, Mariano I. Gabitto, Rohan V. Koodli et al.|Nature Methods|2023
Cited by 299Open Access

Jointly profiling the transcriptome, chromatin accessibility and other molecular properties of single cells offers a powerful way to study cellular diversity. Here we present MultiVI, a probabilistic model to analyze such multiomic data and leverage it to enhance single-modality datasets. MultiVI creates a joint representation that allows an analysis of all modalities included in the multiomic input data, even for cells for which one or more modalities are missing. It is available at scvi-tools.org .